The air smelled of stale coffee and forgotten dreams. He pushed past the clutter of unwanted items, his shoulders hunched. Then, he spotted him. Theodore. One eye missing, stuffing spilling from a seam, but still, undeniably, Theodore.

The young woman running the sale pointed a bored finger. “Two bucks,” she said, without even glancing up. Two bucks. This…This felt like a personal affront.

He could feel a heat rising in his face. He had carried Theodore everywhere. They had shared so much, witnessed so much. This woman, she had no idea! He would have paid anything to protect him. Anything. But two dollars it was. He paid, feeling a tremor in his hands as he gently scooped Theodore into his arms.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256